Semi-Decentralized Federated Learning with Cooperative D2D Local Model Aggregations FPC Lin, S Hosseinalipour, SS Azam, CG Brinton, N Michelusi IEEE Journal on Selected Areas in Communications, 2021 | 102 | 2021 |
Hierarchical edge-cloud SDN controller system with optimal adaptive resource allocation for load-balancing FPC Lin, Z Tsai IEEE Systems Journal 14 (1), 265-276, 2019 | 38 | 2019 |
Federated Learning with Communication Delay in Edge Networks FPC Lin, C Brinton, N Michelusi 2020 IEEE Global Communications Conference (GLOBECOM), pp. 1-6, 2020 | 23 | 2020 |
An efficient construction of confidence regions via swarm intelligence and its application in target localization FPC Lin, FKH Phoa IEEE Access 6, 8610-8618, 2017 | 14 | 2017 |
Delay-Aware Hierarchical Federated Learning FPC Lin, S Hosseinalipour, C Brinton, N Michelusi IEEE Transactions on Cognitive Communications and Networking, 2023 | 7 | 2023 |
Runtime Estimation and Scheduling on Parallel Processing Supercomputers via Instance-Based Learning and Swarm Intelligence FPC Lin, FKH Phoa International Journal of Machine Learning and Computing 9 (5), 2019 | 7 | 2019 |
Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity D Nickel, FPC Lin, S Hosseinalipour, N Michelusi, CG Brinton 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022 | 5 | 2022 |
A Performance Study of Parallel Programming via CPU and GPU on Swarm Intelligence Based Evolutionary Algorithm FPC Lin, FKH Phoa Proceedings of the 2017 International Conference on Intelligent Systems …, 2017 | 5 | 2017 |
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling FPC Lin, S Hosseinalipour, SS Azam, CG Brinton, N Michelusi 2021 IEEE Global Communications Conference (GLOBECOM), 2021 | 4 | 2021 |
Secure channel estimation method in TDD OFDM systems SH Wang, FPC Lin, CP Li 2016 IEEE International Symposium on Broadband Multimedia Systems and …, 2016 | 4 | 2016 |
Differential Privacy in Hierarchical Federated Learning: A Formal Analysis and Evaluation FPC Lin, C Brinton arXiv preprint arXiv:2401.11592, 2024 | | 2024 |